
The Next Sales Advantage Comes From AI Consolidation
Sales teams adopted AI to sell more. Instead, they manage more tools. Consolidation, not accumulation, is becoming the...
Thought leadership and insights from those on the frontlines of GTM

Sales teams adopted AI to sell more. Instead, they manage more tools. Consolidation, not accumulation, is becoming the...

Bad CRM data reshapes how sales teams plan, execu and forecast. This SWOT view and risk ladder show how decay compounds...

A deep analysis of the linguistic signatures that make ChatGPT-generated content easy to spot, what training choices...

Variable comp is treated as sacred in sales, yet in a PLG- and AI-driven world it may be the riskiest default hidden...

The Revenue Operations Summit London proved RevOps is evolving toward engineered systems, AI-driven execution, and...

Most CRMs are quietly rotting. When you connect ChatGPT or any LLM to that dirty data, you do not get “smart...

Revenue is finally getting its ServiceNow moment. GTM Engine unifies data, automates accuracy, and becomes the system of...

Investors are shifting toward platforms that act, not just report. That's the moment revenue execution becomes the new...

A candid look at why reps resent the CRM, why companies still depend on it, and how AI-powered systems may finally fix...

Marketing finally grows up when automation reflects real buyer truth, unifies sales and marketing, and turns CRM data...

Matthew Volm, Rob Moseley, Courtney Sylvester, and Jared Barol unpack why CRM data models fail and how RevOps can...

Most CRM data is unusable, creating broken forecasts, burnout, and operational blind spots. Fixing CRM accuracy isn’t...
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Automate Every Interaction for Revenue Growth
Every email, call, and calendar invite is auto-captured. No rep is left with data entry.
GTM parses intent, entities, and sentiment, turning noise into CRM-ready structured data.
Continuously updates sales qualification fields (e.g., MEDDICC, SPICE, etc.), stakeholder maps, and key dates in real time.
Objective health score + reasons, refreshed after every interaction.
Flags who's missing, which requirements are vague, and where momentum stalls.
Triggers nudges to reps with next-best actions and automates low-value work.
Risk-adjusted close dates roll up instantly for leadership accuracy. Closed-won/-lost feeds the model, tightening every loop for the next deal.
GTM Engine is a Pipeline Execution Platform that automatically analyzes unstructured customer interaction data (like calls, emails, CRM entries, chats) and turns it into structured insights and actions for Sales, Marketing, Customer Success, and Product teams.